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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Journal of Literacy Research
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

34 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 34 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 34 of 34 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Matter of New Media Making
Christian Ehret, Ty Hollett, Robin Jocius
2016· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
74
citations
affunlabeled
Toward a Model of Global Meaning Making
Robert J. Tierney
2018· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
From <i>Aquí</i> and <i>Allá</i>
Michelle A. Honeyford
2014· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affaboutunlabeled
Measuring Situated Literacy Activity
Victoria Purcell‐Gates, Jim Anderson, Monique Hélène Gagné, Kristy Jang, Kimberly Lenters, Marianne McTavish
2012· article· en· Journal of Literacy Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Critical Issues: Researching Complexity
Dennis Sumara
2000· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Reading First in Florida: Five Years of Improvement
Barbara R. Foorman, Yaacov Petscher, Evan Lefsky, Jessica R. Toste
2010· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Warning
Sylvia Pantaleo
2011· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Interrupting and Disrupting Literacy Research
Misty Sailors, Miriam Martínez, Dennis S. Davis, Virginia J. Goatley, Arlette Ingram Willis
2017· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
5
citations
affno abstractunlabeled
Editorial
Patricia L. Anders, David B. Yaden, Ana Christina DaSilva Iddings, Laurie Katz, Theresa Rogers
2016· editorial· es· Journal of Literacy Research
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
4
citations
affunlabeled
Temporal Seeing as Visual Literacy
Roger Saul, Julianne Gerbrandt, Casey Burkholder
2024· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Literacy “Turns”
Patricia L. Anders, David B. Yaden, Ana Christina da Silva Iddings, Laurie Katz, Theresa Rogers
2016· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Literacy Research in Uncertain Times
Misty Sailors, Miriam Martínez, Dennis S. Davis, Virginia J. Goatley, Arlette Ingram Willis
2017· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · metaresearch
1
citations
affno abstractunlabeled
Book Review
Jon Shapiro
2002· article· en· Journal of Literacy Research
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
Reading and Equity in Teacher Education: An Exploratory Study
Rachel Heydon, Lori McKee, Elizabeth Akiwenzie, Emma Cooper, Bronwyn Johns, Pamela J. McKenzie +5 more
2025· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial
Patricia L. Anders, David B. Yaden, Ana Christina da Silva Iddings, Laurie Katz, Theresa Rogers
2015· editorial· es· Journal of Literacy Research
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Advancing the Field of Literacy Studies
Patricia L. Anders, David B. Yaden, Ana Christina da Silva Iddings, Laurie Katz, Theresa Rogers
2015· article· en· Journal of Literacy Research· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations

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